# INTELLECT-1 vs Muse Spark 1.2

> Muse Spark 1.2 has enough public results to be ranked (#48); INTELLECT-1 does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/intellect-1-vs-muse-spark-1-2
- Last updated: 2026-10-11
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both.

## Snapshot

| | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| Provider | Hugging Face | Meta |
| Noometry Index | — | 50.3 |
| Rank | — | 48 |
| Context | — | 1.05M |
| Input $/M | — | $1.25 |
| Output $/M | — | $4.25 |
| Weights | Proprietary | Proprietary |

## Coding

- INTELLECT-1: —
- Muse Spark 1.2: 49.2 (#51)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| DeepSWE | — | 54.9% |
| LMArena WebDev | — | 1533 |
| FrontierSWE | — | 12% |
| SciCode | — | 56.4% |
| WeirdML | — | 60.3% |
| LMArena Coding | — | 1495 |

## Agentic & Tool Use

- INTELLECT-1: —
- Muse Spark 1.2: 29.4 (#87)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| APEX-Agents | — | 36.4% |
| GDP.pdf | — | 16% |

## Reasoning

- INTELLECT-1: —
- Muse Spark 1.2: 51.3 (#34)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| Epoch Capabilities Index | 100.86 | 154.87 |
| SimpleBench | — | 74.5% |
| NYT Connections (extended) | — | 79.2% |
| CritPt | — | 17.7% |
| LMArena Hard Prompts | — | 1486 |
| DTBench | — | 94.7% |
| LMCA | — | 48.4% |
| BIG-Bench Hard | 34.9% | — |
| HellaSwag | 71.4% | — |
| WinoGrande | 65.8% | — |

## Math

- INTELLECT-1: —
- Muse Spark 1.2: 46.4 (#70)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| ProofBench | — | 43% |
| LMArena Math | — | 1471 |
| GSM8K | 38.6% | — |

## Knowledge

- INTELLECT-1: —
- Muse Spark 1.2: 54.1 (#53)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| SimpleQA Verified | — | 60.3% |
| LMArena Expert | — | 1480 |
| ARC (AI2) Challenge | 54.5% | — |
| MMLU | 49.9% | — |

## Multimodal

- INTELLECT-1: —
- Muse Spark 1.2: 43.4 (#25)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| LMArena Vision | — | 1305 |

## Multilingual

- INTELLECT-1: —
- Muse Spark 1.2: 57.1 (#11)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| LMArena Non-English | — | 1478 |
| LMArena Chinese | — | 1511 |
| LMArena French | — | 1513 |
| LMArena Russian | — | 1487 |
| LMArena Spanish | — | 1498 |

## Instruction Following

- INTELLECT-1: —
- Muse Spark 1.2: 76.7 (#36)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| LMArena Instruction Following | — | 1461 |

## Long Context

- INTELLECT-1: —
- Muse Spark 1.2: 45.2 (#48)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| LMArena Longer Query | — | 1475 |

## Writing & Preference

- INTELLECT-1: —
- Muse Spark 1.2: 72.3 (#14)

| Benchmark | INTELLECT-1 | Muse Spark 1.2 |
|---|---|---|
| LMArena Text | — | 1482 |
| LMArena Creative Writing | — | 1449 |
| EQ-Bench Creative Writing | — | 1840 |
| LMArena Multi-Turn | — | 1494 |

## FAQ

### Is INTELLECT-1 better than Muse Spark 1.2?

Muse Spark 1.2 has enough public results to be ranked (#48); INTELLECT-1 does not yet, so treat this comparison as directional.

### How many benchmarks do INTELLECT-1 and Muse Spark 1.2 share?

1 benchmark has published results for both models. INTELLECT-1 has 7 scored results on Noometry and Muse Spark 1.2 has 31.